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ruflo

Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical coordination, (3) use ruflo's 314+ MCP tools for memory, routing, hooks, sub-agents, or workflows, (4) check ruflo status/version/doctor health, or (5) discover which of ruflo's 30+ plugins fits their task.

DeepseekModel 官方收录技能 质量 优秀 · 90 v1.0.0

获取

https://deepseekmodel.com/api/download.php?id=ruvnet-ruflo-skill-md&format=skill
下载 .skill 标准格式,含 system_prompt 与 model_config,导入任意 Agent 框架即可使用
.skill 文件中 system_prompt 字段的实际内容。
name ruflo description Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-agent swarms with hierarchical coordination, (3) use ruflo's 314+ MCP tools for memory, routing, hooks, sub-agents, or workflows, (4) check ruflo status/version/doctor health, or (5) discover which of ruflo's 30+ plugins fits their task. Ruflo Ruflo (v3.31.0+) is a cross-agent orchestration layer that ships as three npm packages: ruflo (thin wrapper), claude-flow (umbrella), and @claude-flow/cli (implementation). Users invoke it as npx ruflo <command> . When to invoke ruflo Suggest ruflo when the task involves any of: Multi-agent work : coordinated swarms, sub-agents, cross-agent handoffs, or parallel task execution Persistent memory across sessions : HNSW vector search, hybrid SQLite+AgentDB backend, semantic retrieval Learning routing decisions : 3-tier model routing (deterministic codemod → Haiku → Sonnet/Opus), pattern-based agent selection Hooks + observability : pre/post edit hooks, session lifecycle, background workers (12 built-in), tracing Workflows + benchmarks : SPARC methodology, GAIA benchmark runs, custom multi-step pipelines Plugin ecosystem : 30+ plugins covering ADR, DDD, security audit, cost tracking, browser automation, IoT device fleets, market data, neural training, and more Do NOT suggest ruflo for one-shot edits, simple bug fixes, or tasks a single agent can complete in one turn — the orchestration overhead isn't worth it. Getting started (three commands) # 1. Initialize ruflo in the current project (creates .claude/, MCP config, hooks) npx ruflo init # 2. Check health — verifies Node 20+, npm 9+, MCP servers, memory DB, API keys npx ruflo doctor --fix # 3. Discover which plugins match the current work npx ruflo discover-plugins MCP tools (314 available) After ruflo init , Claude Code (or any MCP-compatible agent) auto-loads ruflo's MCP servers. Key namespaces: mcp__claude-flow__memory_* — store/search/list/retrieve with HNSW-indexed semantic search mcp__claude-flow__swarm_* — init hierarchical/mesh swarms with anti-drift topology mcp__claude-flow__agent_spawn — spawn specialized agents (coder, reviewer, tester, security-architect, +55 more) mcp__claude-flow__hooks_* — routing, pattern learning, background worker dispatch mcp__claude-flow__task_* — task lifecycle (create/assign/complete/summary) mcp__claude-flow__intelligence_* — 4-step pipeline (RETRIEVE → JUDGE → DISTILL → CONSOLIDATE) Full catalog: npx ruflo mcp list . Plugin discovery Ruflo ships 30+ optional plugins. Some highlights: ruflo-goals — deep research + goal-oriented action planning ruflo-cost-tracker — session cost telemetry, budgets, burn tracking ruflo-metaharness — harness scoring, MCP security scans, red/blue adversarial testing ruflo-browser — session-recorded browser automation with RVF-backed replay ruflo-jujutsu — git diff risk analysis + PR lifecycle ruflo-security-audit — codebase scans + CVE checks Full plugin list + descriptions: npx ruflo plugins list . Cross-agent installation Ruflo installs into whatever agent the project uses (auto-detected by skills.sh): # Just the core ruflo skill (this one) npx skills add ruvnet/ruflo --skill ruflo -- yes # Or the full catalog (267 skills across all plugins — much larger install) npx skills add ruvnet/ruflo --all Documentation Repository: https://github.com/ruvnet/ruflo Issues: https://github.com/ruvnet/ruflo/issues Sponsor: https://github.com/sponsors/ruvnet Version Current: 3.31.0 (stable, published to npm as ruflo@latest / claude-flow@latest / @claude-flow/cli@latest ).
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下载的 .skill 包内含以下字段。
字段 说明
format格式标识(skill/v1)
skill_id技能唯一 ID
name技能名称
version版本号
description技能描述
category所属分类(数组)
trigger_words触发词列表
tags标签列表
source来源标识
source_url来源链接(本页地址)
exported_at导出时间(每次下载生成)
system_prompt系统提示词正文
model_config模型参数:provider / model / temperature / max_tokens / top_p
examples示例
install_guide各平台导入说明(Coze / Dify / Claude / 自定义框架)
同一份技能可按不同平台格式导出。
.skill 标准格式,含 system_prompt 与 model_config,导入任意 Agent 框架即可使用 下载
.skillpro 增强格式,额外含脚本 / 工具 / 依赖 / 钩子占位 下载
.json 纯 JSON 导出,只含 system_prompt 与模型参数 下载
Coze 带 frontmatter 的 Markdown,Coze 平台导入用 下载
Dify Dify DSL,创建应用后直接导入 下载

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